21 citations · 45 across the 25 of their papers we have counts for
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cs.LG2022★ 1 cited
Operator Splitting Value Iteration
Amin Rakhsha, Andrew Wang, Mohammad Ghavamzadeh +1
We introduce new planning and reinforcement learning algorithms for discounted MDPs that utilize an approximate model of the environment to accelerate the convergence of the value…
cs.LG2022★ 5 cited
Value Gradient weighted Model-Based Reinforcement Learning
Claas Voelcker, Victor Liao, Animesh Garg +1
Model-based reinforcement learning (MBRL) is a sample efficient technique to obtain control policies, yet unavoidable modeling errors often lead performance deterioration. The mode…